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URL: https://willitrunai.com/compare?a=rx-6600-8gb

⇱ Compare GPUs for Local AI — Side-by-Side Hardware Analysis | Will It Run AI


Compare

Compare local AI hardware with workload-aware output.

RTX 4090 24GB wins for coding in balanced mode

Based on model fit, speed, and quality across top recommendations.

RX 6600 8GB

ACodestral Mamba 7B
llama.cppq4-k-mRuns well
6.5 GB / 8.0 GB
29.6 tok/s67K ctx
AGemma 4 E2B
llama.cppq4-k-mRuns well
5.3 GB / 8.0 GB
29.1 tok/s96K ctx
SQwen 3.5 4B
llama.cppq4-k-mRuns well
6.3 GB / 8.0 GB
48.4 tok/s28K ctx

Quick comparison

MetricRX 6600 8GBRTX 4090 24GB
Models that fit33
Avg decode tok/s35.737.9
Best grade score9593

Operating mode: Balanced. Balanced for general local use. Keeps the ranking neutral across personal and serving workflows.

RTX 4090 24GB

Winner
SCodestral 2 25.08
llama.cppq4-k-mRuns well
19.2 GB / 24.0 GB
42.0 tok/s48K ctx
SQwen 3.6 27B
llama.cppq4-k-mTight fit
20.7 GB / 24.0 GB
31.7 tok/s69K ctx
SDevstral Small 2 24B Instruct
llama.cppq4-k-mTight fit
20.4 GB / 24.0 GB
40.0 tok/s40K ctx